Effective and concise representation of atomic structures of materials is a challenging topic in the field, and a variety of methods have been proposed [1]} .
Among these methods, graph-based methods present excellent computational efficiency and have superiority in modeling the inner complexity of the structures.
Models based on GCN have been successfully applied to property prediction for crystals and molecules [2]}, [3]} , and the results demonstrated that these models are effective in general.
